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New computational paradigms in solving fault detection and isolation problems

Varga, Andreas (2012) New computational paradigms in solving fault detection and isolation problems. IFAC SAFEPROCESS 2012, 29-31 August 2012, Mexico City, Mexico.

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Abstract

Several fault detection and isolation problems are formulated for linear time-invariant systems with additive faults and general existence conditions of their solutions are given. An overview of recently developed computational methods for the synthesis of fault detection filters is presented for all formulated problems. Two remarkable computational paradigms emerged in these developments, which are instrumental in developing generally applicable, numerically reliable and computationally efficient synthesis methods. The first paradigm is the use of integrated synthesis algorithms, where the resulting fault detection filters are determined by successive updating of partial syntheses addressing specific requirements. The second paradigm is the use of the nullspace method as a first synthesis step to reduce all synthesis problems to a simple standard form which allows to easily check solvability conditions and address least order synthesis problems.

Document Type:Conference or Workshop Item (Speech, Paper)
Title:New computational paradigms in solving fault detection and isolation problems
Authors:
AuthorsInstitution or Email of Authors
Varga, Andreasandreas.varga@dlr.de
Date:2012
Status:Published
Keywords:Fault detection, fault detection and isolation, linear synthesis, nullspace method, numerical methods
Event Title:IFAC SAFEPROCESS 2012
Event Location:Mexico City, Mexico
Event Type:international Conference
Event Dates:29-31 August 2012
Organizer:IFAC
HGF - Research field:Aeronautics, Space and Transport
HGF - Program:Aeronautics
HGF - Program Themes:Aircraft Research
DLR - Research area:Aeronautics
DLR - Program:L AR - Aircraft Research
DLR - Research theme (Project):L - Systems & Cabin
Location: Oberpfaffenhofen
Institutes and Institutions:Institute of Robotics and Mechatronics > System Dynamics and Control (former Control Design Engineering)
Deposited By: Dr.-Ing. Andreas Varga
Deposited On:25 Sep 2012 14:18
Last Modified:12 Dec 2013 21:46

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